AI & Machine Learning Services for Belford Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located forBelford or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Belford services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in forBelford or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

Empowering Local Businesses in Belford, Lower Hunter Valley, New South Wales, Australia

Nestled within the picturesque region of the Lower Hunter Valley, Belford is a charming town that embodies the essence of country life. As the sun rises over the horizon, the community comes alive, and it's here that COLETEK proudly calls home. With years of experience in supporting local businesses and communities, we've developed a deep understanding of what matters most – trust, innovation, and a genuine commitment to our neighbors.

A National Reach, Local Roots

As an Australian company with a national presence, we're proud to be a part of the fabric that shapes the country's economic landscape. With our headquarters firmly planted in Belford, you can count on us being deeply invested in the people and places that matter most. Our team is dedicated to fostering strong relationships with local businesses, listening to their unique needs, and delivering tailored solutions that drive growth. Whether you're a start-up or an established player, we'll be your trusted partner in navigating the ever-changing landscape of Australian commerce.

At COLETEK, we believe in putting our clients' interests at the forefront. That's why we've built a reputation for being innovative, yet grounded – always staying true to our local roots while embracing new ideas and advancements. Our team is comprised of experts who are passionate about empowering local businesses, much like yours. By leveraging our collective expertise and resources, we'll work together to drive success in your community.

A Commitment to Trust and Innovation

For us, trust is the foundation on which all our relationships are built. It's what drives us to be transparent, reliable, and responsive – always putting the interests of our clients first. We pride ourselves on being innovators, too, embracing new technologies and approaches that help us stay ahead of the curve. By harnessing our collective creativity and expertise, we'll help you identify opportunities for growth and drive results.

In Belford, Lower Hunter Valley, New South Wales, Australia, we're more than just a company – we're your neighbor, your friend, and your trusted partner in business. As such, we're deeply invested in the well-being of this vibrant community, working alongside local businesses to create jobs, stimulate growth, and build a brighter future for generations to come.

Get in Touch with Your Local Partner

If you're looking for a trusted ally that shares your passion for the Lower Hunter Valley region, then look no further. At COLETEK, we're dedicated to supporting local businesses, and we'd be delighted to discuss how we can champion yours. Contact us today to get started, and let's work together to build a brighter future for Belford, Lower Hunter Valley, New South Wales, Australia.